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Grammar-Based Feature Generation for Time-Series Prediction

af Anthony Mihirana De Silva

indgår i SpringerBriefs in Applied Sciences and Technology serien

indgår i SpringerBriefs in Computational Intelligence serien

Grammar-Based Feature Generation for Time-Series Prediction af Anthony Mihirana De Silva
Bag om Grammar-Based Feature Generation for Time-Series Prediction

This book proposes a novel approach for time-series prediction using machine learning techniques with automatic feature generation. The proposed method can be applied to a wide range of machine learning architectures and applications to represent complex feature dependencies explicitly when machine learning cannot achieve this by itself.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9789812874108
  • Indbinding:
  • Paperback
  • Sideantal:
  • 99
  • Udgivet:
  • 17. marts 2015
  • Udgave:
  • 2015
  • Størrelse:
  • 155x235x6 mm.
  • Vægt:
  • 1825 g.
  • 8-11 hverdage.
  • 6. december 2024
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This book proposes a novel approach for time-series prediction using machine learning techniques with automatic feature generation. The proposed method can be applied to a wide range of machine learning architectures and applications to represent complex feature dependencies explicitly when machine learning cannot achieve this by itself.

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